{"id":"W7005004661","doi":"","title":"Pavement management: InfraGuide's best practices on pavement maintenance and pavement research at NRC","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Best practice; Highway maintenance; Work (physics); Closure (psychology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103887,0.0005707714,0.0004267722,0.002721268,0.002491486,0.003110472,0.002499508,0.003364498,0.02198479],"category_scores_gemma":[0.007157084,0.0004402655,0.0002946572,0.0019791,0.001121377,0.001635473,0.00227549,0.001970679,0.003765471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007179223,"about_ca_system_score_gemma":0.02622055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1437323,"about_ca_topic_score_gemma":0.3793795,"domain_scores_codex":[0.9947055,0.001086602,0.0003458512,0.0006121934,0.002638271,0.0006115886],"domain_scores_gemma":[0.9789593,0.002078092,0.001006146,0.002569826,0.01133048,0.00405615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002925798,0.0004505379,0.02051637,0.0006448702,0.0000260165,0.0005991695,0.001410221,0.00243418,0.01956882,0.007098943,0.3180235,0.6289348],"study_design_scores_gemma":[0.00002654698,0.0001798803,0.06125067,0.0005375358,0.00001694383,0.000252823,0.0007372146,0.001315147,0.003721263,0.001271044,0.9306482,0.00004279929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.1350323,0.05113633,0.04555531,0.3311732,0.01024223,0.001875372,0.007061916,0.006102455,0.4118209],"genre_scores_gemma":[0.2468986,0.01540713,0.1077962,0.02165621,0.002440209,0.0005110482,0.003474845,0.001065479,0.6007502],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1437323,"threshold_uncertainty_score":0.2857914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07023428195025876,"score_gpt":0.3715425578247991,"score_spread":0.3013082758745403,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}